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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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Impact of Light on Environment and Health
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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

affaffiliation
fundfunder
venuejournal
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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

592 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
592 works in the cohort · of 4,299,418page 2 of 12

Labels cover 1 of 592 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 592 of 592 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundaboutno abstractunlabeled
Outdoor light at night at residences and breast cancer risk in Canada
Jennifer A. Ritonja, Michael A. McIsaac, Eric Sanders, Christopher C. M. Kyba, Anne Grundy, Emilie Cordina‐Duverger +2 more
2020· article· en· European Journal of Epidemiology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
43
citations
fundno affunlabeled
Data Integration for Climate Vulnerability Mapping in West Africa
Alex de Sherbinin, Tricia Chai-Onn, Malanding Jaiteh, Valentina Mara, Linda Pistolesi, E. Schnarr +1 more
2015· article· en· ISPRS International Journal of Geo-Information· Environmental Science
distilled prediction:candidate · noneconsensus · none
35
citations
affunlabeled
Spectral‐Line Profiles in Daytime Skylight
David F. Gray, C. Tycner, Kevin I. T. Brown
2000· article· en· Publications of the Astronomical Society of the Pacific· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
35
citations
afffundaboutunlabeled
Using smartphone-GPS data to quantify human activity in green spaces
Alessandro Filazzola, Garland Xie, Kimberly L. Barrett, Andrea Dunn, Marc T. J. Johnson, J. Scott MacIvor
2022· article· en· PLoS Computational Biology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
32
citations
affunlabeled
The Human Factors of Night Vision Goggles
Avi Parush, Michelle Gauthier, Lise Arseneau, Denis Tang
2011· article· en· Reviews of Human Factors and Ergonomics· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
29
citations
fundno affunlabeled
Delineating functional territories from outer space
Julio A. Berdegué, Tatiana Hiller, Juan M. Ramírez, Santiago Satizábal, Isidro Soloaga, Juan Soto +2 more
2019· article· en· Latin American Economic Review· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
29
citations
affunlabeled
The VIIRS Day/Night Band: A Flicker Meter in Space?
Christopher D. Elvidge, Mikhail Zhizhin, David M. Keith, Steven D. Miller, Feng-Chi Hsu, Tilottama Ghosh +9 more
2022· article· en· Remote Sensing· Environmental Science
distilled prediction:candidate · noneconsensus · none
20
citations
aboutno affunlabeled
Evaluation of the Sky Brightness at Two Argentinian Astronomical Sites
Martin Aubé, Nicolas Fortin, Sara Turcotte, B. Garćıa, A. Mancilla, Juan Augusto Maya
2014· article· en· Publications of the Astronomical Society of the Pacific· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
18
citations

How this was built: Screen · Findings · About